DEVELOPMENT... OpenML
Run
193978

Run 193978

Task 24 (Supervised Classification) mushroom Uploaded 26-02-2015 by Felicia West
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Flow

weka.SimpleLogistic(3)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 675-683, 2005.
weka.SimpleLogistic(3)_I0
weka.SimpleLogistic(3)_M500
weka.SimpleLogistic(3)_H50
weka.SimpleLogistic(3)_W0.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
1
Per class
F measure
0.9998
Per class
Kappa
0.9995
KB relative information score
8105.8872
Mean absolute error
0.0014
Mean prior absolute error
0.4994
Number of instances
8124
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9998
Per class
Predictive accuracy
0.9998
Prior entropy
0.9991
Recall
0.9998
Per class
Relative absolute error
0.0029
Root mean prior squared error
0.4997
Root mean squared error
0.0135
Root relative squared error
0.027
SciMark benchmark
1337.7959
UserCPU time millis
10310
UserCPU time millis testing
40
UserCPU time millis training
10270